Low Carbon Impact AI-Enabled Net Zero Advisory Solution

**该项目的重点是开发一个专有的人工智能模型，作为低碳影响（LCI）独特的净零咨询服务的一部分，为中端市场企业（MMEs）进行测试。**LCI将直接解决移动/产品制造/建筑环境领域中小企业面临的重大新问题（我们将中小企业定义为年收入约为2500万至4亿英镑/200-2000名员工）。这种市场压力是实实在在的。这些企业必须遵守欧洲/英国/北美/亚太地区重要的新净零排放法规。法规要求中小企业报告温室气体（GHG）排放，并执行连贯/令人信服的减少这些排放的计划。监管也给它们的供应链带来了压力，因为客户将同样的压力传递给了供应商。此外，由于银行/保险公司对其融资/投保的排放负责，他们正在向无法展示连贯/引人注目的温室气体减排计划的企业提供溢价。中小微企业没有立即给出答案。由于规模有限，它们缺乏应对这些挑战的内部技能。他们也无法获得所需的深度外部建议。传统的咨询公司无法满足这一需求。LCI定义了一种真正创新的应对方式。它将生成式人工智能的潜力与经验丰富的净零实践者网络相结合。该模型将在所有领域的公开可用和专有数据集上进行训练。这些领域包括但不限于能源/载体/资产、运输/移动解决方案、建筑和生产设施。人工智能模型将作为一个显著增强的净零决策工具。它将使LCI与其顾问一起，并通过其顾问，为商业、工业和公共组织提供一整套咨询服务。LCI的主张显然是可扩展的。它将整合本地/国际数据，并建立其数据集，使其能够有效地跨部门/地区部署。此外，商业模式是灵活的。LCI将加速中小微企业实现净零排放，中小微企业占温室气体排放量的30%左右。就英国经济而言，LCI解决了3个重要的英国经济和社会优先事项-在生成人工智能方面的领导地位，加速实现净零，提高劳动力生产率。**该项目的人工智能模型输出将成为LCI 2024年最小可行产品（MVP）测试的核心

**This project is focused on developing a proprietary AI model to be tested as part of the Low Carbon Impact (LCI) unique net zero advisory service for Mid-Market Enterprises (MMEs).**LCI will directly address a significant new problem facing MMEs in the mobility/product manufacture/built environment sectors (we define MMEs as having annual revenues of ~£25m-£400m/200-2000 employees).This market pressure is material. These enterprises are subject to significant new net zero regulation in Europe/UK/North America/AsiaPacific. Regulation requires MMEs to both report greenhouse gas (GHG) emissions and execute a coherent/compelling plan to reduce these emissions.Regulation is also creating stress in their supply chains, as customers pass the same pressures onto their suppliers. Also, with banks/insurance companies accountable for their financed/insured emissions, they are placing a premium on enterprises that cannot demonstrate a coherent/compelling GHG reduction plan.MMEs have no immediate answer. Due to their limited scale, they lack internal skills to address these challenges. They also cannot access the required depth of external advice. Traditional consultancies are not geared to meet this need.LCI has defined a genuinely innovative response. It combines the potential of generative AI with a network of highly experienced net zero practitioners.The model will be trained on publicly available and proprietary data sets across a full range of domains. The domains include, but are not restricted to, energy sources/vectors/assets, transport/mobility solutions, buildings, and production facilities.The AI model will act as a significantly enhanced net zero decision-making tool. It will enable LCI, with and through its advisors, to deliver a suite of advisory services to commercial, industrial and public organisations.The LCI proposition is demonstrably scalable. It will incorporate local/international data and build out its data sets to enable it to efficiently deploy across sectors/geographies. In addition, the business model is flexible.LCI will accelerate the delivery of net zero for MMEs, which account for ~30% of GHG emissions.In terms of the UK economy, LCI addresses 3 important UK economic and societal priorities - leadership in generative AI, accelerating attainment of net zero, and increasing workforce productivity.**The project's AI-model output will be at the heart of LCI's minimum viable product (MVP) test in 2024\.**